Choose it for JVM-based crawling with explicit rules and high scalability, not automatic sample-based learning.
A scalable web crawler framework for Java.
- 11.7k
- Java
- Apache-2.0
web scraping / automated data extraction
A lightweight Python library that automatically learns web scraping rules from sample data and extracts similar elements from web pages.
Solves the same problem with a different architecture or at a different layer. Expect to rewrite the integration.
Choose it for JVM-based crawling with explicit rules and high scalability, not automatic sample-based learning.
A scalable web crawler framework for Java.
Choose it for a TypeScript crawler that outputs LLM-ready data and SERP results, if you need Node.js and not Python.
AnyCrawl 🚀: A Node.js/TypeScript crawler that turns websites into LLM-ready data and extracts structured SERP results from Google/Bing/Baidu/etc. Native multi-threading for bulk processing.
Choose it for a PHP framework with classic rule-based scraping instead of Python auto-learning.
:spider: The progressive PHP crawler framework! 优雅的渐进式PHP采集框架。
Choose it for high-performance Rust scraping with explicit code, trading autoscraper's sample-driven automation.
Get web data for AI agents and LLMs - fast, efficient, and reliable with Rust
Choose it for a maintainable Python framework with anti-detection and crawling controls, but write selectors instead of sample-based learning.
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
Choose it for large-scale, rule-based crawling with a mature ecosystem; autoscraper is for quick sample-based extraction.
Scrapy, a fast high-level web crawling & scraping framework for Python.
Choose it for natural-language extraction with LLMs, accepting extra dependencies and cost over rule learning.
Python scraper based on AI
Choose it for a Go-native scraping framework with explicit selectors and performance, not Python auto-learning.
Elegant Scraper and Crawler Framework for Golang
Choose it for a Node.js scraping library with browser automation and anti-blocking, not a lightweight Python sample-based scraper.
Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.
Choose it for a full Python scraping pipeline with browser automation and proxy management; autoscraper is simpler and automatic.
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
Choose it for lightweight LLM-based parsing in Python, if you accept LLM latency and cost over rule learning.
Lightweight library for scraping web-sites with LLMs
Choose it for a Go scraping framework with JS rendering support, if you prefer Go over Python.
Geziyor, blazing fast web crawling & scraping framework for Go. Supports JS rendering.
Choose it when building scrapers in Elixir with a high-level framework, not Python auto-learning.
Crawly, a high-level web crawling & scraping framework for Elixir.
An earlier or more limited way to do the job. Still the right call when you need something small, proven, or CPU-only.
Choose it when you only need main text/metadata from articles, not arbitrary element extraction based on sample data.
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
Choose it only if you need a legacy unmaintained Node.js scraper; autoscraper is active and Python.
Web scraper for NodeJS
Does the same job, but ships as an app. Useful to a person, not swappable into a codebase.
Choose it if you want a self-hosted anti-detect browser API that returns markdown/JSON, not an embeddable library.
Open-source web scraping API. Turn any website into clean markdown or structured JSON. Anti-detect browser, proxy auto-selection, self-hosted. One command: make up
Choose it for a Rust-based scraping CLI/REST/MCP server, if you want a standalone tool rather than a Python library.
Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.
Choose it if you prefer a web infrastructure/API for AI agents, not a library to embed.
Open source web infrastructure for AI. Scrape, crawl, and automate the web, clean markdown, browser sessions, ready for your agents.
Choose it for a self-hosted scraping/crawling API with markdown output, if you'd rather run a service than code.
The context API to search, scrape, and interact with the web at scale. 🔥
Choose it for a self-hosted Firecrawl-compatible scraping/search API in Rust, not a library.
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
Choose it for a crawler API with remote browsers and clean markdown, if you need a service rather than a library.
High-performance web crawler API optimized for LLMs. Turn any search or website into clean Markdown using remote browsers. Firecrawl alternative
These projects were analysed and named autoscraper among their alternatives. The relationship is not symmetric — how autoscraper rates them is a separate judgement, made when autoscraper is analysed in its own right.
calls autoscraper “Choose when you want a lightweight Python library that auto-learns scraping rules from examples instead of using a full API.”
The context API to search, scrape, and interact with the web at scale. 🔥
calls autoscraper “Choose when you want to scrape by example without writing explicit selectors.”
🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!
calls autoscraper “Choose when you want to learn CSS selectors from examples automatically, avoiding LLM dependencies.”
Python scraper based on AI
calls autoscraper “Choose when you want a lightweight Python scraper that learns selectors from examples rather than manual rules.”
Elegant Scraper and Crawler Framework for Golang
calls autoscraper “Choose for lightweight Python scraping with automatic learning; less configurable than full frameworks.”
Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.
calls autoscraper “Choose when you want deterministic, lightweight scraping without an LLM dependency.”
Turn any webpage into structured data using LLMs
calls autoscraper “Use when you can provide sample pages and want learned field-level data extraction rather than generic boilerplate-free text.”
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
calls autoscraper “Choose for quickly scraping small pages without writing selectors, but it lacks Scrapy's scale and robustness.”
Scrapy, a fast high-level web crawling & scraping framework for Python.
calls autoscraper “Choose it only for simple Python page scraping—it is narrower and lacks full crawl management.”
A scalable web crawler framework for Java.
calls autoscraper “Choose for quick, small scraping tasks where you want automatic selector learning and no crawling/browser infrastructure.”
Crawlee—A web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Parsel, BeautifulSoup, Playwright, and raw HTTP. Both headful and headless mode. With proxy rotation.
calls autoscraper “when you need a lightweight Python library for simple auto-scraping without proxies or search”
Official Bright Data CLI - scrape, search, and extract structured web data directly from your terminal.